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利用贝叶斯网络模型,支持纤溶酶原激活物抑制剂-2多态性在高密度脂蛋白胆固醇和C反应蛋白水平较高情况下复发性心血管疾病风险中起核心作用的数据。

Data in support of a central role of plasminogen activator inhibitor-2 polymorphism in recurrent cardiovascular disease risk in the setting of high HDL cholesterol and C-reactive protein using Bayesian network modeling.

作者信息

Corsetti James P, Salzman Peter, Ryan Dan, Moss Arthur J, Zareba Wojciech, Sparks Charles E

机构信息

Department of Pathology and Laboratory Medicine, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA.

Department of Biostatistics and Computational Biology, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA.

出版信息

Data Brief. 2016 May 21;8:98-104. doi: 10.1016/j.dib.2016.05.026. eCollection 2016 Sep.

Abstract

Data is presented that was utilized as the basis for Bayesian network modeling of influence pathways focusing on the central role of a polymorphism of plasminogen activator inhibitor-2 (PAI-2) on recurrent cardiovascular disease risk in patients with high levels of HDL cholesterol and C-reactive protein (CRP) as a marker of inflammation, "Influences on Plasminogen Activator Inhibitor-2 Polymorphism-Associated Recurrent Cardiovascular Disease Risk in Patients with High HDL Cholesterol and Inflammation" (Corsetti et al., 2016; [1]). The data consist of occurrence of recurrent coronary events in 166 post myocardial infarction patients along with 1. clinical data on gender, race, age, and body mass index; 2. blood level data on 17 biomarkers; and 3. genotype data on 53 presumptive CVD-related single nucleotide polymorphisms. Additionally, a flow diagram of the Bayesian modeling procedure is presented along with Bayesian network subgraphs (root nodes to outcome events) utilized as the data from which PAI-2 associated influence pathways were derived (Corsetti et al., 2016; [1]).

摘要

所呈现的数据被用作贝叶斯网络建模影响路径的基础,该模型聚焦于纤溶酶原激活物抑制剂 -2(PAI -2)多态性在高密度脂蛋白胆固醇(HDL)水平高且以C反应蛋白(CRP)作为炎症标志物的患者复发性心血管疾病风险中的核心作用,即《对高密度脂蛋白胆固醇高且有炎症的患者中纤溶酶原激活物抑制剂 -2多态性相关复发性心血管疾病风险的影响》(科尔塞蒂等人,2016年;[1])。数据包括166例心肌梗死后患者复发性冠状动脉事件的发生情况,以及:1. 关于性别、种族、年龄和体重指数的临床数据;2. 17种生物标志物的血液水平数据;3. 53个假定的心血管疾病相关单核苷酸多态性的基因型数据。此外,还展示了贝叶斯建模过程的流程图以及用作推导PAI -2相关影响路径数据的贝叶斯网络子图(从根节点到结果事件)(科尔塞蒂等人,2016年;[1])。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bbc2/4887557/a6f99fe8c07f/gr1.jpg

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